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[Data] Add environment variable support for Ray Data execution callbacks.#51449
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[Data] Add environment variable support for Ray Data execution callbacks.#51449
JDarDagran wants to merge1 commit intoray-project:masterfromJDarDagran:data/add-execution-callback-from-env-var
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f67abdf toeded6ddCompareThis change adds support for loading Ray Data execution callbacks from anenvironment variable (`RAY_DATA_EXECUTION_CALLBACKS`). Users can now specifya comma-separated list of callback class paths, which will be dynamicallyimported and added to the DataContext.This allows for easy instrumentation and monitoring of Ray Data executionswithout modifying application code, which is useful for debugging andobservability in production environments.Signed-off-by: Jakub Dardzinski <kuba0221@gmail.com>
eded6dd to6eb612cCompareSign up for freeto join this conversation on GitHub. Already have an account?Sign in to comment
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Why are these changes needed?
This change adds support for loading Ray Data execution callbacks from an environment variable (
RAY_DATA_EXECUTION_CALLBACKS). Users can now specify a comma-separated list of callback class paths, which will be dynamically imported and added to the DataContext.This allows for easy instrumentation and monitoring of Ray Data executions without modifying application code, which is useful for deb ugging and observability in production environments.
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.